SOTAVerified

Segmentation

Papers

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Showing 5151–5200 of 13072 papers

TitleStatusHype
UrbanGenAI: Reconstructing Urban Landscapes using Panoptic Segmentation and Diffusion Models—0
CloudTracks: A Dataset for Localizing Ship Tracks in Satellite Images of Clouds—0
TriSAM: Tri-Plane SAM for zero-shot cortical blood vessel segmentation in VEM images—0
Health Digital Twins Supported by Artificial Intelligence-based Algorithms and Extended Reality in Cardiology—0
Self-supervised Video Object Segmentation with Distillation Learning of Deformable Attention—0
Neighbor-Aware Calibration of Segmentation Networks with Penalty-Based ConstraintsCode0
Synthetic data enables faster annotation and robust segmentation for multi-object grasping in clutter—0
Segmenting Cardiac Muscle Z-disks with Deep Neural Networks—0
SEDNet: Shallow Encoder-Decoder Network for Brain Tumor SegmentationCode0
Segment Any Cell: A SAM-based Auto-prompting Fine-tuning Framework for Nuclei Segmentation—0
An Automated Real-Time Approach for Image Processing and Segmentation of Fluoroscopic Images and Videos Using a Single Deep Learning Network—0
Unlocking the Potential: Multi-task Deep Learning for Spaceborne Quantitative Monitoring of Fugitive Methane Plumes—0
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision TransformerCode0
MAST: Video Polyp Segmentation with a Mixture-Attention Siamese TransformerCode0
Self-Supervised Vision Transformers Are Efficient Segmentation Learners for Imperfect Labels—0
Segmentation of tibiofemoral joint tissues from knee MRI using MtRA-Unet and incorporating shape information: Data from the Osteoarthritis Initiative—0
Two-View Topogram-Based Anatomy-Guided CT Reconstruction for Prospective Risk Minimization—0
MOSformer: Momentum encoder-based inter-slice fusion transformer for medical image segmentation—0
DeepCERES: A Deep learning method for cerebellar lobule segmentation using ultra-high resolution multimodal MRI—0
Consumer-Optimal Segmentation in Multi-Product Markets—0
RTA-Former: Reverse Transformer Attention for Polyp SegmentationCode0
Concealed Object Segmentation with Hierarchical Coherence Modeling—0
Collaborative Position Reasoning Network for Referring Image Segmentation—0
Friends Across Time: Multi-Scale Action Segmentation Transformer for Surgical Phase Recognition—0
MetaSeg: Content-Aware Meta-Net for Omni-Supervised Semantic Segmentation—0
Semi-supervised segmentation of land cover images using nonlinear canonical correlation analysis with multiple features and t-SNE—0
EmerDiff: Emerging Pixel-level Semantic Knowledge in Diffusion Models—0
Edge-Enabled Real-time Railway Track Segmentation—0
Weakly-Supervised Semantic Segmentation of Circular-Scan, Synthetic-Aperture-Sonar Imagery—0
Susceptibility of Adversarial Attack on Medical Image Segmentation ModelsCode0
Boosting Few-Shot Semantic Segmentation Via Segment Anything Model—0
Boosting Few-Shot Segmentation via Instance-Aware Data Augmentation and Local Consensus Guided Cross Attention—0
Depth Over RGB: Automatic Evaluation of Open Surgery Skills Using Depth Camera—0
Slicer Networks—0
Harmonized Spatial and Spectral Learning for Robust and Generalized Medical Image Segmentation—0
XAI-Enhanced Semantic Segmentation Models for Visual Quality Inspection—0
P2Seg: Pointly-supervised Segmentation via Mutual Distillation—0
M3BUNet: Mobile Mean Max UNet for Pancreas Segmentation on CT-Scans—0
Artificial Intelligence-based algorithms in medical image scan seg-mentation and intelligent visual-content generation -- a concise overview—0
A Novel Deep Learning Approach Featuring Graph-Based Algorithm for Cell Segmentation and TrackingCode0
A Comparative Analysis of U-Net-based models for Segmentation of Cardiac MRI—0
Enhanced Automated Quality Assessment Network for Interactive Building Segmentation in High-Resolution Remote Sensing ImageryCode0
Text Region Multiple Information Perception Network for Scene Text Detection—0
Uncertainty Modeling in Ultrasound Image Segmentation for Precise Fetal Biometric Measurements—0
Automatic 3D Multi-modal Ultrasound Segmentation of Human Placenta using Fusion Strategies and Deep Learning—0
Uncertainty estimates for semantic segmentation: providing enhanced reliability for automated motor claims handling—0
Change Detection Between Optical Remote Sensing Imagery and Map Data via Segment Anything Model (SAM)—0
Generative Denoise Distillation: Simple Stochastic Noises Induce Efficient Knowledge Transfer for Dense PredictionCode0
Importance-Aware Image Segmentation-based Semantic Communication for Autonomous Driving—0
Improving Limited Supervised Foot Ulcer Segmentation Using Cross-Domain Augmentation—0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified